Linguistic knowledge about temporal data in Bayesian linear regression model to support forecasting of time series. - Katarzyna Kaczmarek; Olgierd Hryniewicz (FedCSIS, 2013)

Forecasting Short Time Series with the Bayesian Autoregression and the Soft Computing Prior Information. - Olgierd Hryniewicz; Katarzyna Kaczmarek (SMPS, 2014)

Time Series Classification with Linguistic Summaries. - Katarzyna Kaczmarek; Olgierd Hryniewicz (IFSA-EUSFLAT, 2015)

A Survey of Telecare Systems in Poland. - Grazyna Grabowska; Katarzyna Kaczmarek; Jan OwsiDski; Izabella Zadrozna; Olgierd Hryniewicz (HEALTHINF, 2016)

Bayesian analysis of time series using granular computing approach. - Olgierd Hryniewicz; Katarzyna Kaczmarek (Appl. Soft Comput., 2016)

Forecasting of Short Time Series with Intelligent Computing. - Katarzyna Kaczmarek; Olgierd Hryniewicz (Challenging Problems and Solutions in Intelligent Systems, 2016)

Data-Mining Approach to Finding Weights in the Model Averaging for Forecasting of Short Time Series. - Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz (EUSFLAT/IWIFSGN (2), 2017)

Model Averaging Approach to Forecasting the General Level of Mortality. - Marcin Bartkowiak; Katarzyna Kaczmarek-Majer; Aleksandra Rutkowska; Olgierd Hryniewicz (IPMU (1), 2018)

Monitoring of Time Series Using Fuzzy Weighted Prediction Models. - Olgierd Hryniewicz; Katarzyna Kaczmarek-Majer (SMPS, 2018)

Control Charts Designed Using Model Averaging Approach for Phase Change Detection in Bipolar Disorder. - Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz; Karol R. Opara; Weronika Radziszewska; Anna Olwert; Jan W. Owsinski; Slawomir Zadrozny (SMPS, 2018)

Self-organizing Maps Using Acoustic Features for Prediction of State Change in Bipolar Disorder. - Olga Kaminska; Katarzyna Kaczmarek-Majer; Karol R. Opara; Wit Jakuczun; Monika Dominiak; Anna Antosik-Wójcinska; Lukasz Swiecicki; Olgierd Hryniewicz (KR4HC/ProHealth/TEAAM@AIME, 2019)

Personalized linguistic summaries in smartphone-based monitoring of bipolar disorder patients. - Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz; Monika Dominiak; Lukasz Swiecicki (EUSFLAT Conf., 2019)

Control charts based on fuzzy costs for monitoring short autocorrelated time series. - Olgierd Hryniewicz; Katarzyna Kaczmarek-Majer; Karol R. Opara (Int. J. Approx. Reason., 2019)

Application of linguistic summarization methods in time series forecasting. - Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz (Inf. Sci., 2019)

Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. - Gabriella Casalino; Giovanna Castellano; Francesco Galetta; Katarzyna Kaczmarek-Majer (DS, 2020)

Incremental Semi-Supervised Fuzzy C-Means for Bipolar Disorder Episode Prediction. - Gabriella Casalino; Monika Dominiak; Francesco Galetta; Katarzyna Kaczmarek-Majer (EAIS, 2020)

Acoustic Feature Selection with Fuzzy Clustering, Self Organizing Maps and Psychiatric Assessments. - Olga Kaminska; Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz (IPMU (1), 2020)

Smartphone as a monitoring tool for bipolar disorder: a systematic review including data analysis, machine learning algorithms and predictive modelling. - Anna Antosik-Wójcinska; Monika Dominiak; Magdalena Chojnacka; Katarzyna Kaczmarek-Majer; Karol R. Opara; Weronika Radziszewska; Anna Olwert; Lukasz Swiecicki (Int. J. Medical Informatics, 2020)

Monitoring Acoustic Data Streams Using Possibilistic Aggregation and Multi-label Learning. - Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz; Dominika Kornobis; Anna Stachowiak (IFSA/EUSFLAT/AGOP, 2021)

Intelligent analysis of data streams about phone calls for bipolar disorder monitoring. - Gabriella Casalino; Giovanna Castellano; Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz (FUZZ-IEEE, 2021)

Possibilistic aggregation of inhomogeneous streams of data. - Olgierd Hryniewicz; Katarzyna Kaczmarek-Majer (FUZZ-IEEE, 2021)

Contrast enhanced magneto-motive ultrasound in lymph nodes - modelling and pre-clinical imaging using magnetic microbubbles. - Sandra Sjöstrand; Marion Bacou; Adrian Thomson; Katarzyna Kaczmarek; Maria Evertsson; Ingrid Svensson; Susan M. Farrington; Susan Moug; Tomas Jansson; Carmel M. Moran; Helen Mulvana (EMBC, 2022)

Impact of clustering unlabeled data on classification: case study in bipolar disorder. - Olga Kaminska; Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz (FedCSIS, 2022)

Experimental evaluation of the accuracy of an ensemble of fuzzy methods for classification of episodes in bipolar disorder. - Katarzyna Kaczmarek-Majer; Adam Kiersztyn (FUZZ-IEEE, 2022)

Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring. - Kamil Kmita; Gabriella Casalino; Giovanna Castellano; Olgierd Hryniewicz; Katarzyna Kaczmarek-Majer (FUZZ-IEEE, 2022)

Expert-in-the-loop Stepwise Regression and its Application in Air Pollution Modeling. - Milosz Fraszczyk; Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz; Krzysztof Skotak; Anna Degórska (IS, 2022)

Fuzzy Linguistic Summaries for Explaining Online Semi-Supervised Learning. - Katarzyna Kaczmarek-Majer; Gabriella Casalino; Giovanna Castellano; Daniel F. Leite; Olgierd Hryniewicz (IS, 2022)

Evolving Membership Functions in Fuzzy Linguistic Summarization. - Katarzyna Kaczmarek-Majer; Aleksandra Rutkowska; Olgierd Hryniewicz (OLUD@WCCI, 2022)

Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries. - Katarzyna Kaczmarek-Majer; Gabriella Casalino; Giovanna Castellano; Olgierd Hryniewicz; Monika Dominiak (Inf. Sci., 2022)

PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries. - Katarzyna Kaczmarek-Majer; Gabriella Casalino; Giovanna Castellano; Monika Dominiak; Olgierd Hryniewicz; Olga Kaminska; Gennaro Vessio; Natalia Díaz Rodríguez (Inf. Sci., 2022)

Road Roughness Estimation Through Smartphone-Measured Acceleration. - Karol R. Opara; Karol Brzezinski; Marek Bukowicki; Katarzyna Kaczmarek-Majer (IEEE Intell. Transp. Syst. Mag., 2022)

Classification Error in Semi-Supervised Fuzzy C-Means. - Kamil Kmita; Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz (EUSFLAT/AGOP, 2023)

Semi-supervised vs. supervised learning for mental health monitoring: A case study on bipolar disorder. - Gabriella Casalino; Giovanna Castellano; Olgierd Hryniewicz; Daniel Leite 001; Karol R. Opara; Weronika Radziszewska; Katarzyna Kaczmarek-Majer (Int. J. Appl. Math. Comput. Sci., 2023)

A Human-centric Approach to Explain Evolving Data: A Case Study on Education. - Gabriella Casalino; Giovanna Castellano; Daniele Di Mitri; Katarzyna Kaczmarek-Majer; Gianluca Zaza (EAIS, 2024)

Explaining Predictions of Hypertension Disease through Anchors. - Gabriella Casalino; Giovanna Castellano; Katarzyna Kaczmarek-Majer; Pietro Giovanni Rizzo; Gianluca Zaza (EXPLIMED@ECAI, 2024)

Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets. - Gabriella Casalino; Giovanna Castellano; Katarzyna Kaczmarek-Majer; Gianluca Zaza (FUZZ, 2024)

Fuzzy Linguistic Summaries for Hidden Markov Models. - Katarzyna Kaczmarek-Majer; Michal Baczynski 001; Olgierd Hryniewicz; Katarzyna Mis; Weronika Mucha; Filip Wichrowski (IPMU (3), 2024)

Explainable Impact of Partial Supervision in Semi-Supervised Fuzzy Clustering. - Kamil Kmita; Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz (IEEE Trans. Fuzzy Syst., 2024)

Combined Defuzzification Under Shared Constraint. - Jörg Verstraete; Weronika Radziszewska; Katarzyna Kaczmarek-Majer; Sebastian Bykuc (IEEE Trans. Fuzzy Syst., 2024)